---
title: "Muskan Rashid | AI Response Evaluator & Psychology Researcher"
description: "AI response evaluator and psychology researcher in Islamabad, Pakistan. Rates and tests chatbot answers in Urdu and English. Open to remote AI training work."
url: https://muskanrashid.com
language: en
author: "Muskan Rashid (also spelled Muskan Rasheed; Urdu: مسکان رشید)"
updated: 2026-11-07
urdu_version: https://muskanrashid.com/ur.md
---

# Muskan Rashid

AI Response Evaluator & Psychology Researcher

I help AI teams make chatbot answers accurate, safe and genuinely helpful, in English and Urdu, with a psychologist's eye for how people read them.

Islamabad, Pakistan · Remote · Urdu, English, Punjabi

-   [Email](mailto:muskan@muskanrashid.com)
-   [LinkedIn](https://www.linkedin.com/in/muskan-rashid-220335299)
-   [CV (PDF)](https://muskanrashid.com/muskan-rashid-cv.pdf)
-   [اردو](https://muskanrashid.com/ur)

-   [Research](https://muskanrashid.com/research)
-   [What an AI trainer does](https://muskanrashid.com/ai-trainer)
-   [How I evaluate AI answers](https://muskanrashid.com/how-to-evaluate-ai-responses)
-   [CV](https://muskanrashid.com/cv)

## About

I'm a psychology graduate finishing my **MS in Clinical Psychology** at SZABIST University, Islamabad. I work where people and AI meet: I write and test the prompts behind AI assistants, rate the answers they give, and flag the ones that are wrong, unclear or unkind.

At [Sitey (app.sitey.pk)](https://app.sitey.pk) I wrote and fixed the prompts the app uses to answer its users, tested its AI responses, and reported user-experience problems so they could be fixed. My psychology training (assessment, psychopathology, crisis intervention) means I read an AI answer the way a real person will, especially when the topic is sensitive.

I'm a published researcher (as Muskan Rasheed), I work in **Urdu, English and Punjabi**, and I'm open to remote work in **AI training, LLM evaluation and Urdu language projects**. Here's [what an AI trainer does](https://muskanrashid.com/ai-trainer).

## What I do for AI teams

-   ### AI response evaluation
    
    Rating and ranking chatbot answers for accuracy, instruction-following, clarity, tone and safety, and writing short, specific reasons for each judgement.
    
-   ### Prompt writing and testing
    
    Writing prompts, trying them against real user questions, and rewriting them until the answers are right. Done on a live product (Sitey).
    
-   ### Urdu and Punjabi language work
    
    Writing and reviewing Urdu content, checking how naturally AI writes in Urdu, and Urdu or Punjabi transcription and translation review.
    
-   ### Psychology and mental-health review
    
    Checking sensitive answers (stress, trauma, crisis, wellbeing) for harm and empathy, using training in clinical psychology, psychopathology and crisis intervention.
    

The rubric I use: [how to evaluate AI responses](https://muskanrashid.com/how-to-evaluate-ai-responses).

## Experience

1.  Remote · 3 weeks
    
    ### Prompt Writer, AI Response & UX Tester · [Sitey](https://app.sitey.pk)
    
    app.sitey.pk · Islamabad
    
    -   Wrote and refined the prompts the app uses to answer its users.
    -   Tested the AI's answers and flagged weak, wrong or unhelpful ones so the prompts could be fixed.
    -   Found and reported user-experience problems in the app and helped get them fixed.
    
    -   Prompt writing
    -   AI evaluation
    -   UX testing
    
2.  Jun – Sep 2023
    
    ### Psychology Intern · Hussain Lakhani Hospital
    
    Rawalpindi · on-site · 4 months
    
    -   Administered and scored standardised psychometric assessments accurately and confidentially.
    -   Assisted in psychotherapy sessions using role-play techniques.
    -   Kept session documentation used for treatment planning.
    
    -   Psychometric assessment
    -   Clinical observation
    -   Documentation
    
3.  Jan – Jun 2023
    
    ### Clinical Product & Safety Intern · ALIMCOSOFT (SMC-Private) Ltd.
    
    Islamabad · hybrid · 6 months
    
    -   Assessed product usability and safety risks.
    -   Supported product testing, safety review and compliance documentation.
    -   Improved incident tracking processes across teams.
    
    -   Usability
    -   Safety review
    -   Testing
    

## Research

2026

### [Childhood Trauma and Emotional Dysregulation as Predictors of Borderline Personality Symptoms among Female University Students](https://doi.org/10.33824/PJPR.2026.41.1.09)

*Pakistan Journal of Psychological Research*, 41(1), 143–164. DOI: [10.33824/PJPR.2026.41.1.09](https://doi.org/10.33824/PJPR.2026.41.1.09)

Ujala Tahseen, Urooj Tara, Eiman Waheed, **Muskan Rasheed**, Manahil Naveed, Maryam Zahra

A cross-sectional correlational study of 200 female university students, analysed in SPSS. Emotional dysregulation was the strongest predictor of borderline personality symptoms; the model explained 43.4% of the variance. Based on my BS research thesis (graded A+).

Published under the spelling Muskan Rasheed. [Read the summary and citation](https://muskanrashid.com/research).

## Education

1.  Sep 2025 – Feb 2027 (expected)
    
    ### MS Clinical Psychology
    
    SZABIST University, Islamabad
    
    Final semester.
    
2.  Aug 2021 – Jun 2025
    
    ### BS Applied Psychology
    
    Riphah International University, Islamabad
    
    Research thesis graded A+ and published. Final-semester GPA 3.86.
    
    Relevant coursework
    
    -   Crisis Interventions
    -   Clinical Psychology
    -   Psychopathology
    -   Psychological Assessment
    -   Research Methods
    -   Statistics in Psychology
    -   Statistical Analysis
    -   Cognitive Psychology
    -   Gender Issues in Psychology
    -   Forensic Psychology / Disaster and Trauma Management
    -   Professional Ethics
    

## Skills & languages

**AI work**
Response rating and ranking · Prompt writing · Spotting made-up facts and missed instructions · Clear written feedback · UX testing

**Research**
Fact-checking against sources · Literature searches · Research methods · SPSS · Academic writing

**Assessment**
Scoring against fixed criteria · Psychometric testing · Structured observation · Confidential case notes

**Tools**
ChatGPT · Claude · Gemini · SPSS · MS Office

**Languages**
Urdu (Native) · English (Professional working) · Punjabi (Fluent) · Pashto (Limited working)

## Contact

Hiring for AI training, response evaluation, prompt testing or Urdu language work? Email [muskan@muskanrashid.com](mailto:muskan@muskanrashid.com) or message me on [LinkedIn](https://www.linkedin.com/in/muskan-rashid-220335299). My [CV is here (PDF)](https://muskanrashid.com/muskan-rashid-cv.pdf), or [read it here](https://muskanrashid.com/cv).

© 2026 Muskan Rashid · Islamabad, Pakistan